Shypd.aiThe largest open index of AI toolsgretel-synthetics is an Open Source AI Agents & Automation tool that generates synthetic data. It supports structured and unstructured text, featuring differentially private learning for data privacy.
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gretel-synthetics is an open-source library designed for generating synthetic data, catering to both structured and unstructured text. It incorporates differentially private learning, ensuring data privacy during the synthesis process. The library provides various models, including Timeseries DGAN for time-series data and ACTGAN (Anyway CTGAN) for tabular data, which offers improved memory usage and automated column detection. Users can install the library via pip and integrate it with dependencies like PyTorch and SDV, depending on the chosen model. It is particularly useful for data scientists and machine learning engineers who require synthetic datasets for development, testing, or privacy-preserving data sharing.
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